The cascaded structure in the detection transformer makes it natural to use layer-wise bounding box refinement [1]}, [2]} to improve detection performance. Our experiments in Section  also validate the effectiveness of the iterative refinement and making predictions with respect to initial spatial references. For this reason, we also introduce bounding box refinement and initial reference points during our implementation, as did in CondDETR [3]}.
